Machine learning and deep learning algorithms on the Industrial Internet of Things (IIoT)

P Ambika - Advances in computers, 2020 - Elsevier
Deep transformation and human progress is a new industrial revolution that makes
“Automation of Everything.” It connects all digital interfaces, data analysis and control of the …

Data-driven anomaly detection approach for time-series streaming data

M Zhang, J Guo, X Li, R Jin - Sensors, 2020 - mdpi.com
Recently, wireless sensor networks (WSNs) have been extensively deployed to monitor
environments. Sensor nodes are susceptible to fault generation due to hardware and …

Using trust as a measure to derive data quality in data shared IoT deployments

J Byabazaire, G O'Hare… - 2020 29th International …, 2020 - ieeexplore.ieee.org
Recent developments in Internet of Things have heightened the need for data sharing
across application domains to foster innovation. As most of these IoT deployments are …

[图书][B] Machine learning in cognitive IoT

N Kumar, A Makkar - 2020 - taylorfrancis.com
This book covers the different technologies of Internet, and machine learning capabilities
involved in Cognitive Internet of Things (CIoT). Machine learning is explored by covering all …

Empirical analysis of classification algorithms in data stream mining

A Masrani, M Shukla, K Makadiya - … Proceedings of ICICC 2020, Volume 1, 2020 - Springer
Data stream mining has taken over as a new field of research during past few years. It has
gained lot of attention recently due to its challenging characteristics like dynamic nature …

[PDF][PDF] Outlier Detection Methods and the Challenges for their Implementation with Streaming Data.

A Karale - J. Mobile Multimedia, 2020 - academia.edu
Outlier detection has been a generally examined issue and highly used in a varied range of
spaces. For example, transaction fraud, certain rise and fall in share market, sudden …

Architecting IoT based healthcare systems using machine learning algorithms: cloud-oriented healthcare model, streaming data analytics architecture, and case study

GS Karthick, PB Pankajavalli - Incorporating the Internet of Things in …, 2020 - igi-global.com
The rapid innovations in technologies endorsed the emergence of sensory equipment's
connection to the Internet for acquiring data from the environment. The increased number of …

An Optimized Approach of Outlier Detection Algorithm for Outlier Attributes on Data Streams

M Shukla, YP Kosta - New Trends in Computational Vision and Bio …, 2020 - Springer
Advancement in technology has made systems integrated, connected and communicating
with each other, so amount of data generated in day to day life has been increasing in leaps …